Fuelling the AI Revolution with Gaming

104 Pages·2017·12.6 MB·English

by  Alison Lowndes

Fuelling the AI Revolution
with Gaming
ALISON B LOWNDES
AI DevRel | EMEA
@alisonblowndes
11 days till Xmas!
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The day job
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AUTOMOTIVE COMMUNICATIONS CONSUMER PACKAGED GOODS FINANCIAL SERVICES EDUCATION & RESEARCH
Auto sensors reporting Location-based advertising Sentiment analysis of Risk &portfolio analysis Experiment sensor analysis
location, problems what’s hot, problems New products
HIGH TECHNOLOGY / LIFE SCIENCES MEDIA/ENTERTAINMENT ON-LINE SERVICES / HEALTH CARE
INDUSTRIAL MFG. Viewers / advertising SOCIAL MEDIA Patient sensors,
effectiveness monitoring, EHRs
Mfg. quality People &career matching
Warranty analysis
OIL & GAS RETAIL TRAVEL & UTILITIES LAW ENFORCEMENT
Drilling exploration sensor Consumer sentiment TRANSPORTATION Smart Meter analysis & DEFENSE
analysis for network capacity,
Sensor analysis for Threat analysis -social media
optimal traffic flows monitoring, photo analysis
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NVIDIA
Gaming VR AI & HPC Self-Driving Cars
GPU Computing
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EMBED TORNADO VIDEO
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Definitions
“the machine equivalent of experience”
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Artificial Intelligence
GPU Computing
A kernel runs on an SM > grid of blocks > WARP (32 threads)
The kernel is the unit of work {instruction stream with arguments}
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x
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HOW GPU ACCELERATION WORKS
Application Code
Compute-Intensive Functions
Rest of Sequential
5% of Code CPU Code
GPU CPU
+
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https://devblogs.nvidia.com/parallelforall/even-easier-introduction-cuda/
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